How do I gather information on my customer base? Such as, demographic data or information pertaining to age or income etc.

I have an e-commerce brand, powered by shopify, that does around 500k in sales a year. I’m seeing to improve our marketing strategy and scale. But I don’t know much about my previous customers. How would you recommend I gather such analytics? What analytics do I need?

Thanks!